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Table 1 Description of study variables

From: Predictors of primary health care pharmaceutical expenditure by districts in Uganda and implications for budget setting and allocation

Variable type

Variable

Description

Measurement

Data source

Predisposing factors

DISTPOP

District Population

Total projected district population,2012

UNBS

PERCFEM

District Female Population

Percentage of Female district population, 2012

UNBS

Enabling factors

RURALPOV

Rural poverty

Percentage of rural district population below poverty line, 2005

NHS, 2005

HDI

Human Development Index

Composite index generated from life expectancy, education attainment (adult literacy and gross enrolment) and Gross Domestic Product per capita

UDHR, 2007

HPI

Human Poverty Index;

Index generated from measures of a long and healthy life (probability at birth of not surviving to age 40); Knowledge (adult illiteracy rate) standard of living (% of without sustainable access to an improved water source and % of children under-weight for age).

UDHR, 2007

URBANISATION

Urbanization level

Percentage of district considered to be urban

NC, 2002

LABOURABSRATE

Labour Absorption Rate

Percentage of population of working age (15–65) who are employed

NC 2002

LITRATETotal

Total Literacy Rate

Percentage of the population age 15 and above who can, with understanding, read and write a short, simple statement on their everyday life.

SUPR, 2008

LITRATEFemale

Female Literacy Rate

Percentage of the Female population age 15 and above who can, with understanding, read and write a short, simple statement on their everyday life.

SUPR, 2008

LITRATEMale

Male Literacy Rate

Percentage of the Male population age 15 and above who can, with understanding, read and write a short, simple statement on their everyday life.

SUPR, 2008

DISTAGE

District Age

Whether it’s a newly created district or not. = 1 if Yes; =0 if Not

MOH APR 2011/12

DISTACCESS

District accessibility

Whether the district is characterized by MOH as hard to reach or not. =1 if Yes; =0 if Not

MOH APR 2011/12

Need for health Care

DPT3COVER

Immunisation coverage

Percentage of children fully immunized against Diphtheria, Pertusis & Tuberculosis

MOH APR 2011/12

OPDCAPITA

Outpatient attendance

Outpatient attendance per capita

MOH APR 2011/12

Policy factors

TA

Technical assistance

Availability of donor funded Technical Assistance to the district for Pharmaceutical Management: 1 if Yes; =0 if No

SURE

ACCESSWATER

Access to drinking water

Percentage of district population with access to Safe drinking Water

SUPR, 2008

LATCOVERAGE

Latrine Coverage

Percentage of households with latrine

SUPR, 2008

Health care resources

HFGOVTOT

Government Health facilities

Total Number of Government Health facilities in the district (excluding hospitals)

MOH FIR, 2012

HOSPTOT

General Hospital services

Total Number of general Hospitals, both government and private, in the district

MOH FIR, 2012

HFNGO

Non government health facilities

Total Number of Non Government Organization (NGO) health facilities in the district

MOH FIR, 2012

RRHAVAIL

Referral Hospital services

Availability of Regional Referral hospital in the district: Yes = 1 No = 0

MOH APR 2011/12

PERCHCII

Health centre IIs

Percentage of government health facilities that are HC II

MOH FIR, 2012

PERCHCIII

Health centre IIIs

Percentage of government health facilities that are HC III

MOH FIR, 2012

PERCHCIV

Health Centre IVs

Percentage of government health facilities that are HC IV

MOH FIR, 2012

STAFFSTRENGTH

Staff strength

Percentage of approved staff posts filled

MOH APR 2011/12

HFACCESS

Health facility accessibility

Percentage of the district population that live within 5 km to a health facility

SUPR, 2008

  1. UHDR-Uganda Human Development Report, 2007
  2. SUPR-State of the Uganda Population Report; 2008
  3. MOH-FI-Ministry of Health Facility Inventory Report, 2012
  4. NHS-National Household Survey, 2005
  5. MOH ARP-Ministry of Health Annual Performance Report, 2011/2012
  6. SURE-Securing Ugandan’s Right to Essential Medicines Project Report 2011
  7. NC-National Census; 2002
  8. UNBS-Uganda National Bureau of Statistics